“…6–11 The following parameters may warn of impending ADHF or other cardiovascular events and predict poor clinical outcome: (i) sustained decrease in thoracic impedance due to lung fluid retention 5–8,12–15 (measured between a lead in the right ventricle and the generator in the left pectoral region or using alternative current pathways); 16–18 (ii) low heart rate variability, indicating sympathetic dominance in cardiac autonomic control; 6,7,12,19–22 (iii) a high resting heart rate or relatively high mean heart rate over 24 h; 6,19,21,23–25 (iv) decreased patient activity, potentially reflecting exercise intolerance; 7,12,19–21 (v) increased frequency of ventricular extrasystoles; 26 (vi) ventricular tachyarrhythmia episodes or defibrillation shocks; 7,27,28 (vii) prolonged duration of atrial fibrillation; 7,21,22 (viii) rapid ventricular rate during atrial fibrillation; 7,21 (ix) reduced cardiac resynchronization pacing percentage, indicating a failure in the electrical treatment of cardiac asynchrony; 7,29 (x) minute ventilation disturbances; 30 and (xi) haemodynamic deterioration monitored with impedance-based or pressure sensors. 8,16,18,31,32 Combining several of these parameters into a single algorithm may improve the overall ability to risk-stratify patients with implanted devices.…”